KITTI [1]} dataset has been used to train and test a modified implementation of SqueezeSeg [2]} and PointNet++ [3]} against VolMap to prove the feasibility of our approach.
Although KITTI's LiDAR covers a 360 view of the scene, only the camera field of view (90) has been taken into consideration as this is the only annotated part of the data-set.
